Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:29:45.867713Z
Paper Citation Record · LEDGER
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
As of 22 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 5 inbound Pith citation observations for arXiv:2507.08306.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:39:26.355863Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T20:56:13.369177Z
Reference resolution
25 of 25 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved15
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 789036ac-4e87-44c4-9ccd-e04149f20a6b · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.470097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e5411c77-b13c-4702-b671-e28c9b55ee33 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.254330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 202b8e2a-7c9f-4447-a698-c24794da5f6c · outbound
This paper cites Scoring Rubric: • 5 — Excellent:Exemplary reasoning with adaptive step granularity, strong pedagogical clarity, and thorough verification.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Scoring Rubric: • 5 — Excellent:Exemplary reasoning with adaptive step granularity, strong pedagogical clarity, and thorough verification
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:49.107846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 684af202-2746-4ba0-b79d-fd74fd2fff37 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.981454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a7ba2344-1b9d-4d8e-a922-f99a86481994 · outbound
This paper cites – ObjectS (Object Score): Assess if the object(s) relevant to the question are clearly visible and identifiable in the image.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning – ObjectS (Object Score): Assess if the object(s) relevant to the question are clearly visible and identifiable in the image
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:48.852624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e3c18853-1445-42f1-b572-5603622eced4 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.673272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 72368a3b-105e-4ae7-aabb-1a4e93259e2b · outbound
This paper cites Reason\_Step.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Reason\_Step
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:48.559318Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f187eb5a-a103-495c-bb78-6c002f362219 · outbound
This paper cites Vision Only.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Vision Only
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:48.449578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 87f80545-6df0-4459-8d8b-b848f53e11ae · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.350483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9ce849d7-baf3-46ed-ba4c-c340ee60c5db · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.217513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation caed030e-60f5-4f44-a685-7e123ae91b3d · outbound
This paper cites From the bar chart: - The fuel consumption for the Xtam car on the motorway is 33.5 miles per gallon.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning From the bar chart: - The fuel consumption for the Xtam car on the motorway is 33.5 miles per gallon
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:48.128316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b5202e77-8dd0-4902-8f2a-36502fdb6e7c · outbound
This paper cites This means∠ACB = 90 ◦.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning This means∠ACB = 90 ◦
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:47.991071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4d11c36d-16b9-455b-ba9b-30df0cc6e037 · outbound
This paper cites Since ∠ADC and ∠ABC are both inscribed angles that subtend the same arc AC, they are equal.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Since ∠ADC and ∠ABC are both inscribed angles that subtend the same arc AC, they are equal
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:47.850239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e9050aae-0937-4938-b209-79b098c17eca · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.765937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e1409566-bdbf-46ec-a19c-eeb19f673152 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.682839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 197ebb26-5193-407c-89a6-8efc88254d9b · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.572820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3061b8e6-f9ed-43ae-8612-15679770df84 · outbound
This paper cites Given the positions: - The table is directly in front of the chair and appears to be closer to it.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Given the positions: - The table is directly in front of the chair and appears to be closer to it
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:47.467303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fadee91f-d301-4f2d-9ee1-14698218aee8 · outbound
This paper cites The sofa is visible.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning The sofa is visible
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:47.387198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6379e279-c141-4ab9-9d46-7e500dce9e8a · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.290771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ca65ada6-1e54-4c2a-9add-828f2478b3b2 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.123655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 193c9171-f366-43d7-82da-5208a3222d0c · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:46.875630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 711b18da-e0db-4d3d-b24d-025fca99a614 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:46.653646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4dc41e8f-f828-41b3-8e49-2cf58aafc171 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:46.465370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 43ede615-f941-4c55-b330-4ae0e9624789 · outbound
This paper cites an unresolved cited work.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:46.276694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 947a9d86-7b04-4101-9143-9d4a7d00c99e · outbound
This paper cites From the frames, the order of appearance is: - Sofa appears first.
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning From the frames, the order of appearance is: - Sofa appears first
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:46.089697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
Observation c3d8ef22-5fee-4561-a52b-d624859f2e32 · inbound
GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines cites this paper.
GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T00:41:56.032337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 143983d2-3529-48a5-b7ee-4f288234deaa · inbound
Dual Tuning for Reasoning Efficacy-Driven Data Curation in Multimodal LLM Training cites this paper.
Dual Tuning for Reasoning Efficacy-Driven Data Curation in Multimodal LLM Training M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:12:35.426377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e9ef1d62-d2a0-42a4-8303-284e8896cfb1 · inbound
MHPR: Multidimensional Human Perception and Reasoning Benchmark for Large Vision-Languate Models cites this paper.
MHPR: Multidimensional Human Perception and Reasoning Benchmark for Large Vision-Languate Models M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T11:01:30.638013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e96dba57-25a3-4e49-9ef8-17d255fecd61 · inbound
Trust Region On-Policy Distillation cites this paper.
Trust Region On-Policy Distillation M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
Reference 290
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T20:56:13.370545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d04089ec-b011-45d0-96dc-f851f151f69e · inbound
Aero Realtime: Fully Aligned Input-Output Streams for Low-Latency Streaming Multimodal Generation cites this paper.
Aero Realtime: Fully Aligned Input-Output Streams for Low-Latency Streaming Multimodal Generation M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:39:26.355863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.